PyRank

Sampling Python Packages

Python packages with the GitHub topic sampling. Sorted by relevance, with stars and monthly downloads.
JacksonBurns
astartes

Better Data Splits for Machine Learning

278K 102 6
fwilliams
point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

112K 2K 120
SMTorg
smt

SMT: The Surrogate Modeling Toolbox

40K 895 230
minaskar
zeus-mcmc

⚡️ zeus: Lightning Fast MCMC ⚡️

11K 243 34
survey-methods
samplics

Select, weight and analyze complex sample data

6K 72 12
ropeless
compiled-knowledge

CompiledKnowledge is a Python package for compiling and querying discrete probabilistic graphical models.

5K 0 0
COMSOC-Community
prefsampling

A small package providing many algorithms to sample preferences

3K 6 3
bytedance
lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

2K 3K 331
cdslaborg
paramonte

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

2K 306 36
OtherVibes
mcp-as-a-judge

MCP as a Judge is a behavioral MCP that strengthens AI coding assistants by requiring explicit LLM evaluations

1K 17 9
minaskar
pocomc

pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation

1K 125 12
tfm000
copulax

Copula, multivariate and univariate distribution fitting using JAX in python.

1K 8 1
alkidbaci
ontosample

OntoSample is a python package that offers classic sampling techniques for OWL ontologies/knowledge bases. Furthermore, we have tailored the classic sampling techniques to the setting of concept learning making use of learning problem.

831 7 0
c-matthews
racecar

An easy-to-use and extendable Python library packaging together novel MCMC sampling algorithms.

823 4 0
benedekrozemberczki
littleballoffur

A general purpose library for subsampling graphs.

806 715 54
srajan-kiyotaka
bayes-nets-sample

⚡ Python library to compute an input probability query on a given Bayes net on discrete random variables using Prior sampling, Rejection Sampling, Likelihood weighting and Gibbs sampling.

740 2 0
davidnabergoj
torchflows

Modern normalizing flows in Python. Simple to use and easily extensible.

711 12 2
HRSAndrabi
pykp

Tooling for sampling and solving instances of the 0-1 Knapsack Problem.

694 2 0
karakatic
evopreprocess

A Python Toolkit for Data Preprocessing with Evolutionary and Nature-Inspired Algorithms.

569 9 3
LemurPwned
video-sampler

Effective frame sampling for ML applications.

559 27 5
luca-fiorito-11
sandy

Sampling nuclear data and uncertainty

557 60 37
MagedSaeed
generate-sequences

A python package made to generate sequences (greedy and beam-search) from Pytorch (not necessarily HF transformers) models.

526 19 2
BrianPugh
torchsample

Neural network sampling utilities.

518 0 0
clara-labs
spherecluster

Clustering routines for the unit sphere

492 360 79